Welcome! I'm Rouven

Machine Learning Engineer

Machine Learning Engineer with expertise in building and managing hybrid cloud infrastructures using AWS and Terraform, as well as creating CI/CD pipelines with Docker and Kubernetes. Experienced in developing data pipelines and training machine learning models for healthcare and manufacturing, with a strong background in Python and Rust. Holds a Master’s in Media Informatics with a focus on Data Science and DevOps.

Experiences

  • Machine Learning Engineer
    Propeller Heads
    Berlin
  • Master Thesis Research
    Conducted cutting‐edge research on AI‐driven acute kidney injury prediction, staying at the fore front of AI in health care
    Charité Berlin
    Berlin
  • 3D Developer
    Developing 3D Applications for Customers using Unity.
    Viscopic
    Munich

Education

  • M.Sc in Media Informatics
    BHT Berlin
    Berlin

Skills

DevOps

AWS, Docker, Kubernetes, Terraform, Prefect, MLFlow, Github Actions

Back-end

Asyncio, MongoDB, Postgres, Redis, Kafka, SQL, Pytest, FastAPI, Pydantic

Data Science

Plotly, Pandas, SciKit-learn, Jupyter, Pytorch, Numpy, Transformers, matplotlib, Seaborn

Programming

Python, Rust, Bash

Languages

German, English